Learning to make better strategic decisions
Eric Cardella
Journal of Economic Behavior & Organization, 2012, vol. 84, issue 1, 382-392
Abstract:
Strategic settings are often complex and agents who lack deep reasoning ability may initially fail to make optimal decisions. This paper experimentally investigates how the decision making quality of an agent's opponent impacts learning-by-doing (LBD) and learning-by-observing (LBO) in a 2-player strategic game. Specifically, does LBD become more effective when agents face an opponent who exhibits optimal decision making? Similarly, does LBO become more effective when agents observe an opponent who exhibits optimal decision making? I consider an experimental design that enables me to measure strategic decision making quality, and control the decision making quality of an agent's opponent. The results suggest that LBD is more effective when facing an optimal decision making opponent. Whereas, LBO is, at most, marginally more effective when observing an optimal decision making opponent. The results also suggest that LBD is at least as effective as LBO at improving decision making in the 2-player game considered.
Keywords: Learning; Learning-by-doing; Learning-by-observing; Strategic game; Dominant strategy (search for similar items in EconPapers)
JEL-codes: C73 C91 D83 (search for similar items in EconPapers)
Date: 2012
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Citations: View citations in EconPapers (7)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:jeborg:v:84:y:2012:i:1:p:382-392
DOI: 10.1016/j.jebo.2012.04.011
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